v0.2.0-beta — Ghost-job detection preview
Pre-release
Pre-release
This is a pre-release preview of Envoy's new ghost-job detection framework.
What's new:
- Extensible signal framework for scoring job-posting risk (Deterministic / Probabilistic / Weak tiers)
- GhostScorer aggregator with transparent evidence (score + confidence + human-readable reasons)
- Reference signal: ATS cross-check against public Greenhouse and Lever APIs
- 6 additional signal lanes are open as signal: issues for contributors — PERM filings, duplicate JD detection, posting age, repost frequency, hiring freeze, and scam patterns
What's unchanged:
- The apply flow remains a human-gated copilot — Envoy prepares your application, but you review and submit. No autonomous batch-apply loop. No CAPTCHA solving.
- Reads public, sanctioned data only (company ATS feeds, government datasets, the posting already in front of you). No scraping behind authentication. No LinkedIn scraping.
Build details:
- Signed Windows x64 build (both portable ZIP and installer)
- Authenticode signature: LXB Studio LLC
- .NET 8 self-contained single-file executable
This is an early preview for testers. 6 of 7 signals are currently stubs — the framework is real, the ATS cross-check is real, and community signals are welcome.